京东手机市场概况

Dataset info

Number of variables	42
Number of observations	11697
Missing cells	195498 (39.8%)
Duplicate rows	0 (0.0%)
Total size in memory	3.7 MiB
Average record size in memory	336.0 B

Variables types

Numeric	11
Categorical	31
Boolean	0
Date	0
URL	0
Text (Unique)	0
Rejected	0
Unsupported	0

Warnings

`CPU品牌` has 4192 (35.8%) missing values	Missing
`CPU型号` has a high cardinality: 150 distinct values	Warning
`CPU型号` has 6461 (55.2%) missing values	Missing
`上市年月` has a high cardinality: 105 distinct values	Warning
`上市年月` has 252 (2.2%) missing values	Missing
`产品名称` has a high cardinality: 3148 distinct values	Warning
`产品名称` has 1193 (10.2%) missing values	Missing
`价格` has 119 (1.0%) missing values	Missing
`充电功率` has 10755 (91.9%) missing values	Missing
`充电器` has a high cardinality: 65 distinct values	Warning
`充电器` has 5843 (50.0%) missing values	Missing
`充电接口` has 441 (3.8%) missing values	Missing
`前置主摄像素(万)` has 3663 (31.3%) missing values	Missing
`厚度(mm)` has 1288 (11.0%) missing values	Missing
`后置主摄像素(万)` has 2491 (21.3%) missing values	Missing
`品牌` has a high cardinality: 93 distinct values	Warning
`品牌` has 312 (2.7%) missing values	Missing
`商品产地` has 9189 (78.6%) missing values	Missing
`商品标题` has a high cardinality: 11310 distinct values	Warning
`商铺` has a high cardinality: 330 distinct values	Warning
`商铺` has 151 (1.3%) missing values	Missing
`存储卡` has 4038 (34.5%) missing values	Missing
`宽度(mm)` has 1274 (10.9%) missing values	Missing
`屏占比` has 10848 (92.7%) missing values	Missing
`屏幕分辨率` has a high cardinality: 142 distinct values	Warning
`屏幕分辨率` has 5413 (46.3%) missing values	Missing
`屏幕分辨率等级` has 8671 (74.1%) missing values	Missing
`屏幕前摄组合` has 8977 (76.7%) missing values	Missing
`屏幕尺寸(inch)` has 2297 (19.6%) missing values	Missing
`屏幕比例` has 9654 (82.5%) missing values	Missing
`拍照特点` has a high cardinality: 105 distinct values	Warning
`拍照特点` has 10479 (89.6%) missing values	Missing
`摄像头数量` has 2800 (23.9%) missing values	Missing
`操作系统(型号)` has a high cardinality: 68 distinct values	Warning
`操作系统(型号)` has 1677 (14.3%) missing values	Missing
`操作系统(类别)` has 2164 (18.5%) missing values	Missing
`机身存储` has 5606 (47.9%) missing values	Missing
`机身材质` has 6574 (56.2%) missing values	Missing
`机身颜色` has a high cardinality: 277 distinct values	Warning
`机身颜色` has 2794 (23.9%) missing values	Missing
`游戏性能` has 11535 (98.6%) missing values	Missing
`游戏配置` has a high cardinality: 105 distinct values	Warning
`游戏配置` has 10977 (93.8%) missing values	Missing
`热点` has a high cardinality: 353 distinct values	Warning
`热点` has 8895 (76.0%) missing values	Missing
`特殊功能` has 11007 (94.1%) missing values	Missing
`电池容量(mAh)` has 1622 (13.9%) missing values	Missing
`老人机配置` has 10954 (93.6%) missing values	Missing
`耳机接口` has 2162 (18.5%) missing values	Missing
`评论热度` has 2205 (18.9%) zeros	Zeros
`运行内存` has 6080 (52.0%) missing values	Missing
`重量(g)` has 1424 (12.2%) missing values	Missing
`长度(mm)` has 1226 (10.5%) missing values	Missing

CPU品牌
Categorical

Distinct count	10
Unique (%)	0.1%
Missing (%)	35.8%
Missing (n)	4192

海思（Hisilicon）	3036
高通(Qualcomm)	2790
联发科（MTK）	1263
Other values (6)	416
(Missing)	4192

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Common values
Composition

Value	Count	Frequency (%)
海思（Hisilicon）	3036	26.0%
高通(Qualcomm)	2790	23.9%
联发科（MTK）	1263	10.8%
骁龙（Snapdragon)	105	0.9%
Apple	104	0.9%
展讯	93	0.8%
三星（Exynos）	70	0.6%
博通	42	0.4%
英特尔(Intel)	2	< 0.1%
(Missing)	4192	35.8%

Max length	14
Mean length	8.430195777
Min length	2
Contains chars	True
Contains digits	False
Contains spaces	False
Contains non-words	True

CPU型号
Categorical

Distinct count	150
Unique (%)	1.3%
Missing (%)	55.2%
Missing (n)	6461

麒麟980	793
麒麟710	488
骁龙855	453
Other values (146)	3502
(Missing)	6461

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Common values
Composition

Value	Count	Frequency (%)
麒麟980	793	6.8%
麒麟710	488	4.2%
骁龙855	453	3.9%
骁龙845（SDM845）	318	2.7%
骁龙855plus	288	2.5%
麒麟710F	287	2.5%
骁龙710	242	2.1%
麒麟810	190	1.6%
骁龙675	147	1.3%
骁龙660（MSM8976Plus）	144	1.2%
Other values (139)	1886	16.1%
(Missing)	6461	55.2%

Max length	80
Mean length	5.081559374
Min length	3
Contains chars	True
Contains digits	True
Contains spaces	False
Contains non-words	True

上市年月
Categorical

Distinct count	105
Unique (%)	0.9%
Missing (%)	2.2%
Missing (n)	252

2019-7	1258
2019-9	1052
2018-10	844
Other values (101)	8291

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Common values
Composition

Value	Count	Frequency (%)
2019-7	1258	10.8%
2019-9	1052	9.0%
2018-10	844	7.2%
2018-7	649	5.5%
2019-6	624	5.3%
2019-3	615	5.3%
2019-10	513	4.4%
2018-9	509	4.4%
2019-4	502	4.3%
2019-5	417	3.6%
Other values (94)	4462	38.1%

Max length	7
Mean length	6.145250919
Min length	3
Contains chars	True
Contains digits	True
Contains spaces	False
Contains non-words	True

产品名称
Categorical

Distinct count	3148
Unique (%)	26.9%
Missing (%)	10.2%
Missing (n)	1193

iPhone11	79
iQOOPro	77
iPhoneXR	77
Other values (3144)	10271
(Missing)	1193

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Common values
Composition

Value	Count	Frequency (%)
iPhone11	79	0.7%
iQOOPro	77	0.7%
iPhoneXR	77	0.7%
荣耀20i	75	0.6%
iPhone11Pro	71	0.6%
Z5	70	0.6%
荣耀20	69	0.6%
Z5x	69	0.6%
华为nova4	69	0.6%
荣耀9X	67	0.6%
Other values (3137)	9781	83.6%
(Missing)	1193	10.2%

Max length	67
Mean length	7.60972899
Min length	1
Contains chars	True
Contains digits	True
Contains spaces	False
Contains non-words	True

价格
Numeric

Distinct count	1464
Unique (%)	12.5%
Missing (%)	1.0%
Missing (n)	119
Infinite (%)	0.0%
Infinite (n)	0

Mean	2149.427708
Minimum	1
Maximum	14999
Zeros (%)	0.0%

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Quantile statistics

Minimum	1
5-th percentile	138
Q1	599
Median	1499
Q3	2728.75
95-th percentile	6599
Maximum	14999
Range	14998
Interquartile range	2129.75

Descriptive statistics

Standard deviation	2277.012798
Coef of variation	1.059357702
Kurtosis	5.343140317
Mean	2149.427708
MAD	1615.391041
Skewness	2.104111483
Sum	24886074
Variance	5184787.28
Memory size	91.5 KiB

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1799	276	2.4%
1599	275	2.4%
1399	257	2.2%
2199	214	1.8%
1699	206	1.8%
1999	199	1.7%
999	193	1.6%
1499	190	1.6%
2599	184	1.6%
1199	175	1.5%
Other values (1453)	9409	80.4%

Minimum 5 values

Value	Count	Frequency (%)
1	3	< 0.1%
14	1	< 0.1%
22	1	< 0.1%
23	1	< 0.1%
26	9	0.1%

Maximum 5 values

Value	Count	Frequency (%)
14999	2	< 0.1%
14699	1	< 0.1%
14499	1	< 0.1%
13999	4	< 0.1%
13499	1	< 0.1%

充电功率
Categorical

Distinct count	10
Unique (%)	0.1%
Missing (%)	91.9%
Missing (n)	10755

小于12W	349
18-19W	174
40-49W	158
Other values (6)	261
(Missing)	10755

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Common values
Composition

Value	Count	Frequency (%)
小于12W	349	3.0%
18-19W	174	1.5%
40-49W	158	1.4%
20-26W	148	1.3%
100W以上	40	0.3%
30-39W	28	0.2%
50-100W	22	0.2%
27-29W	14	0.1%
12-17W	9	0.1%
(Missing)	10755	91.9%

Max length	7
Mean length	3.213644524
Min length	3
Contains chars	True
Contains digits	True
Contains spaces	False
Contains non-words	True

充电器
Categorical

Distinct count	65
Unique (%)	0.6%
Missing (%)	50.0%
Missing (n)	5843

5V/2A	1667
5V/1A	1116
9V/2A	962
Other values (61)	2109
(Missing)	5843

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Common values
Composition

Value	Count	Frequency (%)
5V/2A	1667	14.3%
5V/1A	1116	9.5%
9V/2A	962	8.2%
5V/4.5A	381	3.3%
10V/4A	319	2.7%
10V/2A	191	1.6%
4.5V/5A	177	1.5%
10V/2.25A	157	1.3%
5V/4A	154	1.3%
10V/4A；5V/2A；9V/2A	134	1.1%
Other values (54)	596	5.1%
(Missing)	5843	50.0%

Max length	67
Mean length	4.593229033
Min length	3
Contains chars	True
Contains digits	True
Contains spaces	False
Contains non-words	True

充电接口
Categorical

Distinct count	6
Unique (%)	0.1%
Missing (%)	3.8%
Missing (n)	441

Type-C	5340
MicroUSB	3836
其它接口	1277
Other values (2)	803

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Common values
Composition

Value	Count	Frequency (%)
Type-C	5340	45.7%
MicroUSB	3836	32.8%
其它接口	1277	10.9%
Lightning	707	6.0%
MiniUSB	96	0.8%
(Missing)	441	3.8%

Max length	9
Mean length	6.513977943
Min length	3
Contains chars	True
Contains digits	False
Contains spaces	False
Contains non-words	True

前置主摄像素(万)
Numeric

Distinct count	21
Unique (%)	0.2%
Missing (%)	31.3%
Missing (n)	3663
Infinite (%)	0.0%
Infinite (n)	0

Mean	1661.492407
Minimum	30
Maximum	4800
Zeros (%)	0.0%

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Quantile statistics

Minimum	30
5-th percentile	500
Q1	800
Median	1600
Q3	2400
95-th percentile	3200
Maximum	4800
Range	4770
Interquartile range	1600

Descriptive statistics

Standard deviation	942.6554929
Coef of variation	0.5673546799
Kurtosis	-0.640144225
Mean	1661.492407
MAD	789.1934921
Skewness	0.4769942928
Sum	13348430
Variance	888599.3783
Memory size	91.5 KiB

Histogram with fixed size bins (bins=21)

Value	Count	Frequency (%)
800	1527	13.1%
1600	1352	11.6%
3200	1281	11.0%
2400	879	7.5%
2000	702	6.0%
500	604	5.2%
1200	497	4.2%
700	321	2.7%
1300	254	2.2%
2500	225	1.9%
Other values (10)	392	3.4%
(Missing)	3663	31.3%

Minimum 5 values

Value	Count	Frequency (%)
30	107	0.9%
100	2	< 0.1%
130	4	< 0.1%
200	122	1.0%
300	2	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
4800	39	0.3%
3200	1281	11.0%
2500	225	1.9%
2400	879	7.5%
2300	1	< 0.1%

厚度(mm)
Numeric

Distinct count	256
Unique (%)	2.2%
Missing (%)	11.0%
Missing (n)	1288
Infinite (%)	0.0%
Infinite (n)	0

Mean	9.768013738
Minimum	4.9
Maximum	50
Zeros (%)	0.0%

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Quantile statistics

Minimum	4.9
5-th percentile	7.33
Q1	7.87
Median	8.3
Q3	9.25
95-th percentile	18.5
Maximum	50
Range	45.1
Interquartile range	1.38

Descriptive statistics

Standard deviation	3.983346254
Coef of variation	0.4077949071
Kurtosis	15.67883304
Mean	9.768013738
MAD	2.566698811
Skewness	3.285590775
Sum	101675.255
Variance	15.86704738
Memory size	91.5 KiB

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
8.3	781	6.7%
8.8	463	4.0%
8.1	414	3.5%
7.8	400	3.4%
7.7	348	3.0%
7.95	346	3.0%
8.13	279	2.4%
8	277	2.4%
7.9	245	2.1%
7.3	209	1.8%
Other values (245)	6647	56.8%
(Missing)	1288	11.0%

Minimum 5 values

Value	Count	Frequency (%)
4.9	2	< 0.1%
5	1	< 0.1%
5.5	8	0.1%
5.8	1	< 0.1%
5.9	4	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
50	7	0.1%
49.9	1	< 0.1%
46.5	1	< 0.1%
43	1	< 0.1%
40	3	< 0.1%

后置主摄像素(万)
Numeric

Distinct count	24
Unique (%)	0.2%
Missing (%)	21.3%
Missing (n)	2491
Infinite (%)	0.0%
Infinite (n)	0

Mean	2389.704541
Minimum	8
Maximum	10800
Zeros (%)	0.0%

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Quantile statistics

Minimum	8
5-th percentile	30
Q1	1200
Median	1600
Q3	4800
95-th percentile	4800
Maximum	10800
Range	10792
Interquartile range	3600

Descriptive statistics

Standard deviation	1786.500349
Coef of variation	0.7475821041
Kurtosis	-0.5600913385
Mean	2389.704541
MAD	1558.621748
Skewness	0.5875611973
Sum	21999620
Variance	3191583.496
Memory size	91.5 KiB

Histogram with fixed size bins (bins=24)

Value	Count	Frequency (%)
4800	2275	19.4%
1200	1509	12.9%
1300	1307	11.2%
30	892	7.6%
1600	835	7.1%
2400	663	5.7%
4000	607	5.2%
2000	378	3.2%
200	138	1.2%
6400	137	1.2%
Other values (13)	465	4.0%
(Missing)	2491	21.3%

Minimum 5 values

Value	Count	Frequency (%)
8	95	0.8%
30	892	7.6%
100	8	0.1%
130	10	0.1%
200	138	1.2%

Maximum 5 values

Value	Count	Frequency (%)
10800	14	0.1%
6400	137	1.2%
6000	1	< 0.1%
4800	2275	19.4%
4000	607	5.2%

品牌
Categorical

Distinct count	93
Unique (%)	0.8%
Missing (%)	2.7%
Missing (n)	312

华为	4261
小米	1087
苹果	715
Other values (89)	5322

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Common values
Composition

Value	Count	Frequency (%)
华为	4261	36.4%
小米	1087	9.3%
苹果	715	6.1%
飞利浦	544	4.7%
vivo	536	4.6%
三星	429	3.7%
纽曼	409	3.5%
OPPO	302	2.6%
魅族	278	2.4%
中兴	242	2.1%
Other values (82)	2582	22.1%
(Missing)	312	2.7%

Max length	8
Mean length	2.354364367
Min length	2
Contains chars	True
Contains digits	True
Contains spaces	False
Contains non-words	False

商品产地
Categorical

Distinct count	5
Unique (%)	< 0.1%
Missing (%)	78.6%
Missing (n)	9189

中国	2473
越南	30
美国	3
(Missing)	9189

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Common values
Composition

Value	Count	Frequency (%)
中国	2473	21.1%
越南	30	0.3%
美国	3	< 0.1%
泰国	2	< 0.1%
(Missing)	9189	78.6%

Max length	3
Mean length	2.785586048
Min length	2
Contains chars	True
Contains digits	False
Contains spaces	False
Contains non-words	False

商品标题
Categorical

Distinct count	11310
Unique (%)	96.7%
Missing (%)	0.0%
Missing (n)	0

【移动5G合约优惠版】【千玺代言】华为新品 HUAWEI nova 4 极点全面屏手机 2000万超广角三摄 8GB+128GB 苏音蓝全网通双卡双待	6
【移动5G合约优惠版】华为 HUAWEI 畅享 9S 6GB+64GB 珊瑚红全网通 2400万超广角三摄珍珠屏大存储移动联通电信4G手机双卡双待	6
【移动5G合约优惠版】华为 HUAWEI P20 AI智慧徕卡双摄全面屏游戏手机 6GB+64GB 极光色全网通移动联通电信4G手机双卡双待	6
Other values (11307)	11679

Toggle details

Common values
Composition

Value	Count	Frequency (%)
【移动5G合约优惠版】【千玺代言】华为新品 HUAWEI nova 4 极点全面屏手机 2000万超广角三摄 8GB+128GB 苏音蓝全网通双卡双待	6	0.1%
【移动5G合约优惠版】华为 HUAWEI 畅享 9S 6GB+64GB 珊瑚红全网通 2400万超广角三摄珍珠屏大存储移动联通电信4G手机双卡双待	6	0.1%
【移动5G合约优惠版】华为 HUAWEI P20 AI智慧徕卡双摄全面屏游戏手机 6GB+64GB 极光色全网通移动联通电信4G手机双卡双待	6	0.1%
【移动5G合约优惠版】华为 HUAWEI 畅享9 Plus 4GB+64GB 樱语粉全网通四摄超清全面屏大电池移动联通电信4G手机双卡双待	6	0.1%
【移动5G合约优惠版】华为 HUAWEI P20 AI智慧徕卡双摄全面屏游戏手机 6GB+64GB 亮黑色全网通移动联通电信4G手机双卡双待	6	0.1%
【移动5G合约优惠版】vivo?NEX 3?深空流光?8GB+128GB 无界瀑布屏?高通骁龙855Plus?6400万三摄智慧旗舰新品手机?4G全网通手机	5	< 0.1%
【移动5G合约优惠版】vivo U3x 4GB+64GB 深湖蓝 5000mAh大电池 18W双引擎闪充超广角AI三摄骁龙665处理器全网通4G手机	5	< 0.1%
【移动5G合约优惠版】【千玺代言】华为新品 HUAWEI nova 4 极点全面屏手机 2000万超广角三摄 6GB+128GB 苏音蓝全网通双卡双待	5	< 0.1%
【移动5G合约优惠版】vivo iQOO Pro 12GB+128GB 竞速黑高通骁龙855Plus手机 4800万AI三摄 44W超快闪充 4G全网通手机	5	< 0.1%
【移动5G合约优惠版】华为 HUAWEI 畅享 9S 6GB+64GB 极光蓝全网通 2400万超广角三摄珍珠屏大存储移动联通电信4G手机双卡双待	5	< 0.1%
Other values (11300)	11642	99.5%

Max length	286
Mean length	52.01752586
Min length	11
Contains chars	True
Contains digits	True
Contains spaces	True
Contains non-words	True

商品编号
Numeric

Distinct count	11697
Unique (%)	100.0%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	5.218810803e+10
Minimum	1861102
Maximum	1.000097895e+11
Zeros (%)	0.0%

Toggle details

Quantile statistics

Minimum	1861102
5-th percentile	2.090323742e+10
Q1	4.127511549e+10
Median	5.278621215e+10
Q3	5.775656957e+10
95-th percentile	1.000089272e+11
Maximum	1.000097895e+11
Range	1.000079284e+11
Interquartile range	1.648145408e+10

Descriptive statistics

Standard deviation	2.116244879e+10
Coef of variation	0.4055032762
Kurtosis	1.148052994
Mean	5.218810803e+10
MAD	1.438627099e+10
Skewness	0.6250589025
Sum	6.104442996e+14
Variance	4.478492386e+20
Memory size	91.5 KiB

Histogram with fixed size bins (bins=50)

Histogram with variable size bins (bins=[1.86110200e+06 4.27002100e+06 8.53414500e+06 8.53416100e+06 8.53529500e+06 ... 1.00009763e+11 1.00009764e+11 1.00009765e+11 1.00009789e+11 1.00009789e+11], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
1.000089272e+11	1	< 0.1%
5.549118193e+10	1	< 0.1%
5.744515918e+10	1	< 0.1%
5.649343422e+10	1	< 0.1%
1.928028093e+10	1	< 0.1%
4.358973094e+10	1	< 0.1%
5.436657188e+10	1	< 0.1%
4.183016348e+10	1	< 0.1%
1.000097601e+11	1	< 0.1%
5.981286948e+10	1	< 0.1%
Other values (11687)	11687	99.9%

Minimum 5 values

Value	Count	Frequency (%)
1861102	1	< 0.1%
2195032	1	< 0.1%
2288950	1	< 0.1%
2699502	1	< 0.1%
2883233	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
1.000097895e+11	1	< 0.1%
1.000097895e+11	1	< 0.1%
1.000097895e+11	1	< 0.1%
1.000097895e+11	1	< 0.1%
1.000097894e+11	1	< 0.1%

商铺
Categorical

Distinct count	330
Unique (%)	2.8%
Missing (%)	1.3%
Missing (n)	151

vivo京东自营官方旗舰店	383
思拓帆手机专营店	271
Apple产品京东自营旗舰店	256
Other values (326)	10636

Toggle details

Common values
Composition

Value	Count	Frequency (%)
vivo京东自营官方旗舰店	383	3.3%
思拓帆手机专营店	271	2.3%
Apple产品京东自营旗舰店	256	2.2%
天域手机专营店	247	2.1%
盖群旗舰店	228	1.9%
宇航手机专营店	223	1.9%
华为京东自营官方旗舰店	216	1.8%
莫拉克手机专营店	187	1.6%
老人手机旗舰店	181	1.5%
佳沪手机旗舰店	176	1.5%
Other values (319)	9178	78.5%

Max length	18
Mean length	8.286141746
Min length	3
Contains chars	True
Contains digits	True
Contains spaces	True
Contains non-words	True

存储卡
Categorical

Distinct count	4
Unique (%)	< 0.1%
Missing (%)	34.5%
Missing (n)	4038

支持MicroSD(TF)	4676
不支持存储卡	2385
NM存储卡	598
(Missing)	4038

Toggle details

Common values
Composition

Value	Count	Frequency (%)
支持MicroSD(TF)	4676	40.0%
不支持存储卡	2385	20.4%
NM存储卡	598	5.1%
(Missing)	4038	34.5%

Max length	13
Mean length	7.71154997
Min length	3
Contains chars	True
Contains digits	False
Contains spaces	False
Contains non-words	True

宽度(mm)
Numeric

Distinct count	370
Unique (%)	3.2%
Missing (%)	10.9%
Missing (n)	1274
Infinite (%)	0.0%
Infinite (n)	0

Mean	71.15165691
Minimum	30
Maximum	200
Zeros (%)	0.0%

Toggle details

Quantile statistics

Minimum	30
5-th percentile	50
Q1	70.9
Median	74.2
Q3	75.9
95-th percentile	78.9
Maximum	200
Range	170
Interquartile range	5

Descriptive statistics

Standard deviation	10.22506202
Coef of variation	0.1437079959
Kurtosis	16.40492989
Mean	71.15165691
MAD	6.804149142
Skewness	0.4169905362
Sum	741613.72
Variance	104.5518933
Memory size	91.5 KiB

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
73.4	343	2.9%
77.2	278	2.4%
75.7	251	2.1%
74.8	240	2.1%
73.97	231	2.0%
73.9	211	1.8%
70.9	210	1.8%
75.4	204	1.7%
75.1	190	1.6%
73.64	181	1.5%
Other values (359)	8084	69.1%
(Missing)	1274	10.9%

Minimum 5 values

Value	Count	Frequency (%)
30	3	< 0.1%
33	2	< 0.1%
33.4	1	< 0.1%
34	1	< 0.1%
35	14	0.1%

Maximum 5 values

Value	Count	Frequency (%)
200	1	< 0.1%
196	1	< 0.1%
190.3	2	< 0.1%
178	1	< 0.1%
175	1	< 0.1%

屏占比
Categorical

Distinct count	11
Unique (%)	0.1%
Missing (%)	92.7%
Missing (n)	10848

<90%	366
≥91%	192
≥90%	172
Other values (7)	119
(Missing)	10848

Toggle details

Common values
Composition

Value	Count	Frequency (%)
<90%	366	3.1%
≥91%	192	1.6%
≥90%	172	1.5%
≥99%	48	0.4%
≥93%	35	0.3%
≥95%	17	0.1%
≥92%	12	0.1%
≥98%	4	< 0.1%
≥94%	2	< 0.1%
≥97%	1	< 0.1%
(Missing)	10848	92.7%

Max length	4
Mean length	3.072582714
Min length	3
Contains chars	True
Contains digits	True
Contains spaces	False
Contains non-words	True

屏幕分辨率
Categorical

Distinct count	142
Unique (%)	1.2%
Missing (%)	46.3%
Missing (n)	5413

2340*1080	1751
240*320	541
1520*720	316
Other values (138)	3676
(Missing)	5413

Toggle details

Common values
Composition

Value	Count	Frequency (%)
2340*1080	1751	15.0%
240*320	541	4.6%
1520*720	316	2.7%
1080*2340	308	2.6%
1920*1080	297	2.5%
2160*1080	253	2.2%
1560*720	218	1.9%
1440*720	187	1.6%
1792*828	153	1.3%
2280*1080	148	1.3%
Other values (131)	2112	18.1%
(Missing)	5413	46.3%

Max length	9
Mean length	5.969650338
Min length	3
Contains chars	True
Contains digits	True
Contains spaces	False
Contains non-words	True

屏幕分辨率等级
Categorical

Distinct count	5
Unique (%)	< 0.1%
Missing (%)	74.1%
Missing (n)	8671

全高清FHD+	1383
高清HD+	897
QHD+及以上	409
(Missing)	8671

Toggle details

Common values
Composition

Value	Count	Frequency (%)
全高清FHD+	1383	11.8%
高清HD+	897	7.7%
QHD+及以上	409	3.5%
标清SD	337	2.9%
(Missing)	8671	74.1%

Max length	7
Mean length	3.794990168
Min length	3
Contains chars	True
Contains digits	False
Contains spaces	False
Contains non-words	True

屏幕前摄组合
Categorical

Distinct count	25
Unique (%)	0.2%
Missing (%)	76.7%
Missing (n)	8977

水滴屏	1091
刘海屏	432
极点屏	300
Other values (21)	897
(Missing)	8977

Toggle details

Common values
Composition

Value	Count	Frequency (%)
水滴屏	1091	9.3%
刘海屏	432	3.7%
极点屏	300	2.6%
弹出式摄像头	187	1.6%
超高屏占比(>90%)的未开孔屏幕	141	1.2%
老式屏幕(16:9)	127	1.1%
屏下摄像头	126	1.1%
弹出式摄像头，超高屏占比(>90%)的未开孔屏幕	86	0.7%
滑盖式摄像头	60	0.5%
魅眼屏	54	0.5%
Other values (14)	116	1.0%
(Missing)	8977	76.7%

Max length	27
Mean length	3.592459605
Min length	3
Contains chars	True
Contains digits	True
Contains spaces	False
Contains non-words	True

屏幕尺寸(inch)
Numeric

Distinct count	83
Unique (%)	0.7%
Missing (%)	19.6%
Missing (n)	2297
Infinite (%)	0.0%
Infinite (n)	0

Mean	5.426916596
Minimum	1.5
Maximum	7.92
Zeros (%)	0.0%

Toggle details

Quantile statistics

Minimum	1.5
5-th percentile	2.4
Q1	5.45
Median	6.15
Q3	6.39
95-th percentile	6.59
Maximum	7.92
Range	6.42
Interquartile range	0.94

Descriptive statistics

Standard deviation	1.543642259
Coef of variation	0.2844418616
Kurtosis	0.3718634419
Mean	5.426916596
MAD	1.203426207
Skewness	-1.399382804
Sum	51013.016
Variance	2.382831424
Memory size	91.5 KiB

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2.4	959	8.2%
6.39	812	6.9%
6.26	599	5.1%
6.4	491	4.2%
6.5	470	4.0%
6.3	437	3.7%
6.21	418	3.6%
6.1	390	3.3%
5.5	378	3.2%
6.53	308	2.6%
Other values (72)	4138	35.4%
(Missing)	2297	19.6%

Minimum 5 values

Value	Count	Frequency (%)
1.5	110	0.9%
1.77	18	0.2%
1.8	207	1.8%
2	49	0.4%
2.2	48	0.4%

Maximum 5 values

Value	Count	Frequency (%)
7.92	1	< 0.1%
7.8	2	< 0.1%
7.2	142	1.2%
7.12	21	0.2%
6.95	5	< 0.1%

屏幕比例
Categorical

Distinct count	11
Unique (%)	0.1%
Missing (%)	82.5%
Missing (n)	9654

19.5:9	768
4:3	333
16:9	322
Other values (7)	620
(Missing)	9654

Toggle details

Common values
Composition

Value	Count	Frequency (%)
19.5:9	768	6.6%
4:3	333	2.8%
16:9	322	2.8%
18:9	278	2.4%
19:9	177	1.5%
20:9	80	0.7%
18.5:9	49	0.4%
21:9	19	0.2%
20.5:9	13	0.1%
OLED折叠屏	4	< 0.1%
(Missing)	9654	82.5%

Max length	7
Mean length	3.289133966
Min length	3
Contains chars	True
Contains digits	True
Contains spaces	False
Contains non-words	True

拍照特点
Categorical

Distinct count	105
Unique (%)	0.9%
Missing (%)	89.6%
Missing (n)	10479

后置三摄	362
后置双摄	185
后置四摄	89
Other values (101)	582
(Missing)	10479

Toggle details

Common values
Composition

Value	Count	Frequency (%)
后置三摄	362	3.1%
后置双摄	185	1.6%
后置四摄	89	0.8%
后置三摄，微距	87	0.7%
景深	87	0.7%
光学变焦	42	0.4%
景深，红外，3D(结构光)	37	0.3%
3D(结构光)	28	0.2%
微距，光学变焦，后置双摄	21	0.2%
景深，后置三摄	19	0.2%
Other values (94)	261	2.2%
(Missing)	10479	89.6%

Max length	39
Mean length	3.326493973
Min length	2
Contains chars	True
Contains digits	True
Contains spaces	False
Contains non-words	True

摄像头数量
Categorical

Distinct count	8
Unique (%)	0.1%
Missing (%)	23.9%
Missing (n)	2800

后置三摄	2613
后置双摄	2562
后置单摄	2542
Other values (4)	1180
(Missing)	2800

Toggle details

Common values
Composition

Value	Count	Frequency (%)
后置三摄	2613	22.3%
后置双摄	2562	21.9%
后置单摄	2542	21.7%
后置四摄	790	6.8%
无后置摄像头	354	3.0%
后置五摄	35	0.3%
后置阵列	1	< 0.1%
(Missing)	2800	23.9%

Max length	6
Mean length	3.821150722
Min length	3
Contains chars	True
Contains digits	False
Contains spaces	False
Contains non-words	False

操作系统(型号)
Categorical

Distinct count	68
Unique (%)	0.6%
Missing (%)	14.3%
Missing (n)	1677

Android(安卓)	7449
功能机	1440
iOS(Apple)	617
Other values (64)	514
(Missing)	1677

Toggle details

Common values
Composition

Value	Count	Frequency (%)
Android(安卓)	7449	63.7%
功能机	1440	12.3%
iOS(Apple)	617	5.3%
Android	251	2.1%
Android9	37	0.3%
Android9.0	26	0.2%
ios	24	0.2%
YunOS	24	0.2%
Android8.1	15	0.1%
Symbian(塞班)	15	0.1%
Other values (57)	122	1.0%
(Missing)	1677	14.3%

Max length	24
Mean length	8.714456698
Min length	3
Contains chars	True
Contains digits	True
Contains spaces	False
Contains non-words	True

操作系统(类别)
Categorical

Distinct count	6
Unique (%)	0.1%
Missing (%)	18.5%
Missing (n)	2164

Android(安卓)	7428
功能机	1445
iOS(Apple)	622
Other values (2)	38
(Missing)	2164

Toggle details

Common values
Composition

Value	Count	Frequency (%)
Android(安卓)	7428	63.5%
功能机	1445	12.4%
iOS(Apple)	622	5.3%
YunOS	24	0.2%
Symbian(塞班)	14	0.1%
(Missing)	2164	18.5%

Max length	11
Mean length	8.466187911
Min length	3
Contains chars	True
Contains digits	False
Contains spaces	False
Contains non-words	True

机身存储
Categorical

Distinct count	10
Unique (%)	0.1%
Missing (%)	47.9%
Missing (n)	5606

128GB	2347
64GB	1479
8GB以下	787
Other values (6)	1478
(Missing)	5606

Toggle details

Common values
Composition

Value	Count	Frequency (%)
128GB	2347	20.1%
64GB	1479	12.6%
8GB以下	787	6.7%
256GB	531	4.5%
32GB	432	3.7%
16GB	230	2.0%
8GB	184	1.6%
512GB	99	0.8%
1TB	2	< 0.1%
(Missing)	5606	47.9%

Max length	5
Mean length	3.826622211
Min length	3
Contains chars	True
Contains digits	True
Contains spaces	False
Contains non-words	False

机身材质
Categorical

Distinct count	31
Unique (%)	0.3%
Missing (%)	56.2%
Missing (n)	6574

玻璃后盖	1577
塑胶后盖	1308
金属边框\|玻璃后盖	1081
Other values (27)	1157
(Missing)	6574

Toggle details

Common values
Composition

Value	Count	Frequency (%)
玻璃后盖	1577	13.5%
塑胶后盖	1308	11.2%
金属边框\|玻璃后盖	1081	9.2%
金属边框	332	2.8%
金属后盖	265	2.3%
金属边框\|金属后盖	187	1.6%
金属边框\|塑胶后盖	126	1.1%
复合材料	68	0.6%
金属边框\|皮革后盖	54	0.5%
皮革后盖	31	0.3%
Other values (20)	94	0.8%
(Missing)	6574	56.2%

Max length	19
Mean length	4.084551594
Min length	3
Contains chars	True
Contains digits	False
Contains spaces	False
Contains non-words	True

机身颜色
Categorical

Distinct count	277
Unique (%)	2.4%
Missing (%)	23.9%
Missing (n)	2794

黑色	2697
蓝色	1195
金色	727
Other values (273)	4284
(Missing)	2794

Toggle details

Common values
Composition

Value	Count	Frequency (%)
黑色	2697	23.1%
蓝色	1195	10.2%
金色	727	6.2%
红色	561	4.8%
混合色	473	4.0%
白色	459	3.9%
绿色	390	3.3%
紫色	228	1.9%
银色	196	1.7%
渐变色	184	1.6%
Other values (266)	1793	15.3%
(Missing)	2794	23.9%

Max length	13
Mean length	2.452680174
Min length	1
Contains chars	True
Contains digits	False
Contains spaces	False
Contains non-words	True

游戏性能
Categorical

Distinct count	3
Unique (%)	< 0.1%
Missing (%)	98.6%
Missing (n)	11535

发烧级	139
电竞级	23
(Missing)	11535

Toggle details

Common values
Composition

Value	Count	Frequency (%)
发烧级	139	1.2%
电竞级	23	0.2%
(Missing)	11535	98.6%

Max length	3
Mean length	3
Min length	3
Contains chars	True
Contains digits	False
Contains spaces	False
Contains non-words	False

游戏配置
Categorical

Distinct count	105
Unique (%)	0.9%
Missing (%)	93.8%
Missing (n)	10977

游戏深度优化，游戏勿扰模式，游戏性能模式	116
液冷散热，游戏深度优化，游戏勿扰模式，游戏性能模式，游戏灯效	79
游戏勿扰模式，游戏性能模式	77
Other values (101)	448
(Missing)	10977

Toggle details

Common values
Composition

Value	Count	Frequency (%)
游戏深度优化，游戏勿扰模式，游戏性能模式	116	1.0%
液冷散热，游戏深度优化，游戏勿扰模式，游戏性能模式，游戏灯效	79	0.7%
游戏勿扰模式，游戏性能模式	77	0.7%
游戏性能模式	71	0.6%
液冷散热	52	0.4%
游戏深度优化，游戏勿扰模式	47	0.4%
风冷散热	44	0.4%
游戏勿扰模式	23	0.2%
游戏独立按键	19	0.2%
游戏深度优化，游戏性能模式	17	0.1%
Other values (94)	175	1.5%
(Missing)	10977	93.8%

Max length	44
Mean length	3.835427887
Min length	3
Contains chars	True
Contains digits	False
Contains spaces	False
Contains non-words	True

热点
Categorical

Distinct count	353
Unique (%)	3.0%
Missing (%)	76.0%
Missing (n)	8895

快速充电	548
人脸识别	473
人脸识别，快速充电	285
Other values (349)	1496
(Missing)	8895

Toggle details

Common values
Composition

Value	Count	Frequency (%)
快速充电	548	4.7%
人脸识别	473	4.0%
人脸识别，快速充电	285	2.4%
快速充电，人脸识别	157	1.3%
快速充电，屏幕指纹，超高屏占比	74	0.6%
快速充电，超高屏占比	71	0.6%
超高屏占比	57	0.5%
人脸识别，快速充电，无线充电	47	0.4%
屏幕指纹	47	0.4%
快速充电，液冷散热，屏幕指纹，NFC，5G，超高屏占比	45	0.4%
Other values (342)	998	8.5%
(Missing)	8895	76.0%

Max length	49
Mean length	4.60801915
Min length	2
Contains chars	True
Contains digits	True
Contains spaces	False
Contains non-words	True

特殊功能
Categorical

Distinct count	50
Unique (%)	0.4%
Missing (%)	94.1%
Missing (n)	11007

超大字体	126
超大字体，超大音量，SOS功能，极简桌面模式	120
超大字体，超大音量	51
Other values (46)	393
(Missing)	11007

Toggle details

Common values
Composition

Value	Count	Frequency (%)
超大字体	126	1.1%
超大字体，超大音量，SOS功能，极简桌面模式	120	1.0%
超大字体，超大音量	51	0.4%
超大字体，超大音量，SOS功能，语音命令，语音识别(文字语音互转)，远程协助，极简桌面模式	37	0.3%
极简桌面模式	35	0.3%
超大字体，超大音量，SOS功能	31	0.3%
超大字体，超大音量，极简桌面模式	28	0.2%
超大字体，超大音量，SOS功能，语音命令，极简桌面模式	27	0.2%
超大音量	27	0.2%
超大字体，语音命令，极简桌面模式	22	0.2%
Other values (39)	186	1.6%
(Missing)	11007	94.1%

Max length	45
Mean length	3.779259639
Min length	3
Contains chars	True
Contains digits	False
Contains spaces	False
Contains non-words	True

电池容量(mAh)
Numeric

Distinct count	182
Unique (%)	1.6%
Missing (%)	13.9%
Missing (n)	1622
Infinite (%)	0.0%
Infinite (n)	0

Mean	3388.079504
Minimum	350
Maximum	9800
Zeros (%)	0.0%

Toggle details

Quantile statistics

Minimum	350
5-th percentile	1000
Q1	3000
Median	3700
Q3	4000
95-th percentile	5000
Maximum	9800
Range	9450
Interquartile range	1000

Descriptive statistics

Standard deviation	1129.219625
Coef of variation	0.3332919503
Kurtosis	0.6073554747
Mean	3388.079504
MAD	855.8934969
Skewness	-0.6754060599
Sum	34134901
Variance	1275136.962
Memory size	91.5 KiB

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4000	2296	19.6%
5000	624	5.3%
3400	589	5.0%
3750	484	4.1%
3000	469	4.0%
4500	411	3.5%
3020	385	3.3%
4200	368	3.1%
3500	366	3.1%
800	241	2.1%
Other values (171)	3842	32.8%
(Missing)	1622	13.9%

Minimum 5 values

Value	Count	Frequency (%)
350	11	0.1%
400	17	0.1%
470	1	< 0.1%
480	1	< 0.1%
500	31	0.3%

Maximum 5 values

Value	Count	Frequency (%)
9800	1	< 0.1%
8800	6	0.1%
8000	2	< 0.1%
7500	1	< 0.1%
7000	1	< 0.1%

老人机配置
Categorical

Distinct count	8
Unique (%)	0.1%
Missing (%)	93.6%
Missing (n)	10954

键盘	399
智能机(老龄模式)	178
翻盖，键盘	69
Other values (4)	97
(Missing)	10954

Toggle details

Common values
Composition

Value	Count	Frequency (%)
键盘	399	3.4%
智能机(老龄模式)	178	1.5%
翻盖，键盘	69	0.6%
翻盖	45	0.4%
键盘，智能机(老龄模式)	42	0.4%
翻盖，键盘，智能机(老龄模式)	9	0.1%
翻盖，智能机(老龄模式)	1	< 0.1%
(Missing)	10954	93.6%

Max length	15
Mean length	3.107463452
Min length	2
Contains chars	True
Contains digits	False
Contains spaces	False
Contains non-words	True

耳机接口
Categorical

Distinct count	5
Unique (%)	< 0.1%
Missing (%)	18.5%
Missing (n)	2162

3.5mm	6791
Type-C	2038
Lightning	683
(Missing)	2162

Toggle details

Common values
Composition

Value	Count	Frequency (%)
3.5mm	6791	58.1%
Type-C	2038	17.4%
Lightning	683	5.8%
2.5mm	23	0.2%
(Missing)	2162	18.5%

Max length	9
Mean length	5.038129435
Min length	3
Contains chars	True
Contains digits	True
Contains spaces	False
Contains non-words	True

评论热度
Numeric

Distinct count	219
Unique (%)	1.9%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	26295.23066
Minimum	0
Maximum	2100000
Zeros (%)	18.9%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	3
Median	40
Q3	600
95-th percentile	170000
Maximum	2100000
Range	2100000
Interquartile range	597

Descriptive statistics

Standard deviation	116403.2725
Coef of variation	4.426782714
Kurtosis	54.92839713
Mean	26295.23066
MAD	47523.07294
Skewness	6.409302166
Sum	307575313
Variance	1.354972186e+10
Memory size	91.5 KiB

Histogram with fixed size bins (bins=50)

Histogram with variable size bins (bins=[0.00e+00 5.00e-01 2.50e+00 6.50e+00 1.50e+01 ... 2.05e+05 2.25e+05 5.85e+05 9.80e+05 2.10e+06], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	2205	18.9%
10	837	7.2%
100	801	6.8%
20	510	4.4%
200	416	3.6%
30	362	3.1%
1	324	2.8%
300	298	2.5%
40	297	2.5%
2	282	2.4%
Other values (209)	5365	45.9%

Minimum 5 values

Value	Count	Frequency (%)
0	2205	18.9%
1	324	2.8%
2	282	2.4%
3	219	1.9%
4	196	1.7%

Maximum 5 values

Value	Count	Frequency (%)
2100000	1	< 0.1%
2000000	1	< 0.1%
1970000	1	< 0.1%
1490000	1	< 0.1%
1380000	1	< 0.1%

运行内存
Categorical

Distinct count	9
Unique (%)	0.1%
Missing (%)	52.0%
Missing (n)	6080

6GB	1712
8GB	1627
4GB	938
Other values (5)	1340
(Missing)	6080

Toggle details

Common values
Composition

Value	Count	Frequency (%)
6GB	1712	14.6%
8GB	1627	13.9%
4GB	938	8.0%
2GB以下	459	3.9%
3GB	401	3.4%
2GB	295	2.5%
12GB	180	1.5%
10GB	5	< 0.1%
(Missing)	6080	52.0%

Max length	5
Mean length	3.094297683
Min length	3
Contains chars	True
Contains digits	True
Contains spaces	False
Contains non-words	False

重量(g)
Numeric

Distinct count	301
Unique (%)	2.6%
Missing (%)	12.2%
Missing (n)	1424
Infinite (%)	0.0%
Infinite (n)	0

Mean	170.4379101
Minimum	50
Maximum	500
Zeros (%)	0.0%

Toggle details

Quantile statistics

Minimum	50
5-th percentile	95
Q1	155
Median	173.8
Q3	191.5
95-th percentile	220
Maximum	500
Range	450
Interquartile range	36.5

Descriptive statistics

Standard deviation	37.19622438
Coef of variation	0.2182391486
Kurtosis	5.208942977
Mean	170.4379101
MAD	26.32920916
Skewness	0.01139095459
Sum	1750908.65
Variance	1383.559108
Memory size	91.5 KiB

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
165	335	2.9%
150	301	2.6%
180	286	2.4%
172	284	2.4%
206	276	2.4%
160	245	2.1%
178	244	2.1%
188	242	2.1%
173	226	1.9%
168	221	1.9%
Other values (290)	7613	65.1%
(Missing)	1424	12.2%

Minimum 5 values

Value	Count	Frequency (%)
50	17	0.1%
50.7	1	< 0.1%
52	1	< 0.1%
56	7	0.1%
60	7	0.1%

Maximum 5 values

Value	Count	Frequency (%)
500	3	< 0.1%
450	3	< 0.1%
440	1	< 0.1%
400	7	0.1%
390	4	< 0.1%

长度(mm)
Numeric

Distinct count	484
Unique (%)	4.1%
Missing (%)	10.5%
Missing (n)	1226
Infinite (%)	0.0%
Infinite (n)	0

Mean	149.5304746
Minimum	51
Maximum	300
Zeros (%)	0.0%

Toggle details

Quantile statistics

Minimum	51
5-th percentile	109.5
Q1	147.13
Median	156.1
Q3	158.7
95-th percentile	167.44
Maximum	300
Range	249
Interquartile range	11.57

Descriptive statistics

Standard deviation	17.44965822
Coef of variation	0.1166963341
Kurtosis	2.926469553
Mean	149.5304746
MAD	12.63950409
Skewness	-1.473574755
Sum	1565733.6
Variance	304.4905721
Memory size	91.5 KiB

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
158	253	2.2%
157	250	2.1%
150.9	205	1.8%
154.8	197	1.7%
157.4	190	1.6%
149.1	172	1.5%
155.2	162	1.4%
163.1	162	1.4%
154.25	161	1.4%
157.5	157	1.3%
Other values (473)	8562	73.2%
(Missing)	1226	10.5%

Minimum 5 values

Value	Count	Frequency (%)
51	1	< 0.1%
56	10	0.1%
62	1	< 0.1%
66	1	< 0.1%
70	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
300	1	< 0.1%
214.3	1	< 0.1%
200	5	< 0.1%
185	2	< 0.1%
182	1	< 0.1%

First rows

	CPU品牌	CPU型号	上市年月	产品名称	价格	充电功率	充电器	充电接口	前置主摄像素(万)	厚度(mm)	后置主摄像素(万)	品牌	商品产地	商品标题	商品编号	商铺	存储卡	宽度(mm)	屏占比	屏幕分辨率	屏幕分辨率等级	屏幕前摄组合	屏幕尺寸(inch)	屏幕比例	拍照特点	摄像头数量	操作系统(型号)	操作系统(类别)	机身存储	机身材质	机身颜色	游戏性能	游戏配置	热点	特殊功能	电池容量(mAh)	老人机配置	耳机接口	评论热度	运行内存	重量(g)	长度(mm)
0	高通(Qualcomm)	骁龙712	2019-7	Z5	1798.0	NaN	10V/2.25A	Type-C	3200.0	8.13	4800.0	vivo	中国	vivo Z5 6GB+128GB 极光幻境 4800万超广角AI三摄手机 22.5W快充 4500mAh大电池全网通4G手机	100006906154	NaN	不支持存储卡	75.23	NaN	2340*1080	NaN	水滴屏	6.38	19.5:9	后置三摄	后置三摄	Android(安卓)	Android(安卓)	128GB	NaN	极光幻境	NaN	游戏勿扰模式，游戏性能模式	快速充电，屏幕指纹，超高屏占比	NaN	4500.0	NaN	3.5mm	110000	6GB	187.0	159.53
1	海思（Hisilicon）	麒麟980	2018-12	荣耀V20	1799.0	NaN	4.5V/5A	Type-C	2500.0	8.10	4800.0	华为	中国	荣耀V20 游戏手机麒麟980芯片魅眼全视屏 4800万深感相机 6GB+128GB 幻夜黑移动联通电信4G	100002544828	荣耀京东自营旗舰店	不支持存储卡	75.40	NaN	1080*2310	全高清FHD+	NaN	6.40	NaN	NaN	后置双摄	Android(安卓)	Android(安卓)	128GB	NaN	幻夜黑	发烧级	NaN	NaN	NaN	4000.0	NaN	3.5mm	620000	6GB	180.0	156.90
2	NaN	NaN	2018-9	iPhoneXSMax	7799.0	NaN	NaN	Lightning	700.0	7.70	1200.0	苹果	中国	Apple iPhone XS Max (A2104) 64GB 金色移动联通电信4G手机双卡双待【11.6限时抢券享12期白条免息，领券再减1500元！】6.5英寸OLED超视网膜显示屏，iPhone旗舰，各种精彩！点击查看！	100000287145	Apple产品京东自营旗舰店	不支持存储卡	77.40	NaN	2688*1242	NaN	NaN	6.50	NaN	NaN	后置双摄	iOS(Apple)	iOS(Apple)	64GB	NaN	金色	NaN	NaN	NaN	NaN	NaN	NaN	Lightning	900000	NaN	208.0	157.50
3	NaN	A13仿生	2019-9	iPhone11	5999.0	NaN	NaN	Lightning	1200.0	8.30	1200.0	苹果	中国	Apple iPhone 11 (A2223) 128GB 黑色移动联通电信4G手机双卡双待【11.6限时抢券享12期白条免息，下单完成返300元等值京豆！】升级超广角和广角双摄，多姿多彩每一天！点击查看！	100008348542	Apple产品京东自营旗舰店	不支持存储卡	75.70	NaN	1792*828	NaN	刘海屏	6.10	NaN	NaN	后置双摄	iOS(Apple)	iOS(Apple)	128GB	玻璃后盖	黑色	NaN	NaN	NaN	NaN	NaN	NaN	Lightning	360000	NaN	194.0	150.90
4	海思（Hisilicon）	HisiliconKirin710*	2018-11	荣耀10青春版	899.0	NaN	5V/2A	MicroUSB	2400.0	7.95	1300.0	华为	中国	【超级爆品】荣耀10青春版幻彩渐变 2400万AI自拍全网通版4GB+64GB 渐变蓝移动联通电信4G全面屏手机	100001550349	荣耀京东自营旗舰店	NaN	73.64	NaN	1080*2340	全高清FHD+	NaN	6.21	NaN	后置双摄	后置双摄	Android(安卓)	Android(安卓)	64GB	NaN	渐变蓝	NaN	NaN	NaN	NaN	3400.0	NaN	3.5mm	1110000	4GB	162.0	154.80
5	海思（Hisilicon）	HisiliconKirin810	2019-7	荣耀9X	1399.0	NaN	5V/2A	Type-C	1600.0	8.80	4800.0	华为	中国	荣耀9X 麒麟810 4000mAh超强续航 4800万超清夜拍 6.59英寸升降全面屏全网通6GB+64GB 魅海蓝	100006947212	荣耀京东自营旗舰店	支持MicroSD(TF)	77.20	NaN	1080*2340	全高清FHD+	NaN	6.59	NaN	后置双摄	后置双摄	Android(安卓)	Android(安卓)	64GB	NaN	魅海蓝	NaN	NaN	NaN	NaN	4000.0	NaN	3.5mm	540000	6GB	206.0	163.10
6	NaN	NaN	2019-7	小辣椒9e	599.0	NaN	NaN	其它接口	800.0	8.00	1600.0	小辣椒	NaN	新款4G+64G大内存 6.1英寸水滴大屏小辣椒9e安卓智能手机全网通4G 学生价超薄指纹一体机渐变黑 4G+64G	45850490644	NaN	支持MicroSD(TF)	70.00	NaN	1440*720	高清HD+	NaN	6.10	16:9	NaN	后置双摄	Android(安卓)	Android(安卓)	64GB	NaN	NaN	NaN	NaN	NaN	NaN	NaN	智能机(老龄模式)	3.5mm	3500	4GB	400.0	160.00
7	NaN	NaN	2018-10	iPhoneXR	4899.0	NaN	NaN	Lightning	700.0	8.30	1200.0	苹果	中国	Apple iPhone XR (A2108) 128GB 黑色移动联通电信4G手机双卡双待【11.11狂欢节盛大开启！】XS系列领券立减！iPhone新品限时抢券享白条12期免息！点击查看！	100000177760	Apple产品京东自营旗舰店	不支持存储卡	75.70	NaN	1792*828	NaN	NaN	6.10	NaN	NaN	后置单摄	iOS(Apple)	iOS(Apple)	128GB	NaN	黑色	NaN	NaN	NaN	NaN	NaN	NaN	Lightning	2000000	NaN	194.0	150.90
8	海思（Hisilicon）	HUAWEIKirin710F	2019-9	荣耀Play3	899.0	NaN	5V/2A	MicroUSB	800.0	8.13	4800.0	华为	中国	荣耀Play3 6.39英寸魅眼全视屏 4000mAh大电池真4800万AI三摄麒麟710F自研芯片畅玩全网通4GB+64GB 幻夜黑	100004612381	荣耀京东自营旗舰店	支持MicroSD(TF)	76.13	NaN	1560*720	高清HD+	NaN	6.39	NaN	后置三摄	后置三摄	Android(安卓)	Android(安卓)	64GB	NaN	幻夜黑	NaN	NaN	NaN	NaN	4000.0	NaN	3.5mm	510000	4GB	176.0	159.81
9	NaN	骁龙855	2019-5	RedmiK20Pro	2299.0	NaN	NaN	Type-C	2000.0	8.80	4800.0	小米	中国	Redmi K20Pro 骁龙855 索尼4800万超广角三摄 AMOLED弹出式全面屏 8GB+256GB 火焰红游戏智能手机小米红米	100005979698	小米京东自营旗舰店	不支持存储卡	74.30	NaN	NaN	全高清FHD+	弹出式摄像头	6.39	NaN	NaN	后置三摄	Android(安卓)	Android(安卓)	256GB	玻璃后盖	火焰红	NaN	NaN	NaN	NaN	4000.0	NaN	3.5mm	470000	8GB	191.0	156.70

Last rows

	CPU品牌	CPU型号	上市年月	产品名称	价格	充电功率	充电器	充电接口	前置主摄像素(万)	厚度(mm)	后置主摄像素(万)	品牌	商品产地	商品标题	商品编号	商铺	存储卡	宽度(mm)	屏占比	屏幕分辨率	屏幕分辨率等级	屏幕前摄组合	屏幕尺寸(inch)	屏幕比例	拍照特点	摄像头数量	操作系统(型号)	操作系统(类别)	机身存储	机身材质	机身颜色	游戏性能	游戏配置	热点	特殊功能	电池容量(mAh)	老人机配置	耳机接口	评论热度	运行内存	重量(g)	长度(mm)
11687	NaN	NaN	2018-7	铂爵(BIOJUET)	11999.0	NaN	5V/2A	Type-C	1300.0	11.0	1600.0	铂爵	NaN	铂爵（BIOJUET）V8高端商务智能手机安全系统虹膜解锁指纹识别私人订制 6+128G全网通小牛皮绅士黑	37651771172	铂爵手机官方旗舰店	支持MicroSD(TF)	75.0	NaN	NaN	NaN	NaN	NaN	NaN	后置双摄	NaN	NaN	NaN	128GB	金属边框\|皮革后盖	黑色	NaN	NaN	快速充电，NFC	超大字体	3800.0	NaN	Type-C	100	6GB	260.0	156.0
11688	联发科（MTK）	NaN	2018-7	V5PLUS	8999.0	NaN	5V/1A	MicroUSB	NaN	11.2	NaN	VETAS	NaN	VETAS V5 PLUS 高端智能手机商务轻奢超长待机移动联通电信4G 安全加密珍珠璀璨版黑色	52500207064	成润手机专营店	不支持存储卡	69.0	NaN	NaN	高清HD+	NaN	4.7	NaN	NaN	后置单摄	Android(安卓)	Android(安卓)	64GB	金属边框\|皮革后盖	黑色	NaN	NaN	NaN	NaN	3250.0	NaN	3.5mm	100	4GB	230.0	144.5
11689	联发科（MTK）	NaN	2019-7	V10	9999.0	NaN	5V/2A	MicroUSB	1300.0	10.8	2100.0	vetas	NaN	vetas V10 高端商务轻奢手机安全三系统全网通4G 双卡双待 6G+128G 超长待机时尚版-红色牛皮	45090985599	九州手机专营店	不支持存储卡	71.0	NaN	NaN	NaN	老式屏幕(16:9)	NaN	NaN	NaN	NaN	NaN	NaN	128GB	金属边框\|皮革后盖	红色	NaN	NaN	NaN	NaN	4000.0	NaN	3.5mm	100	6GB	240.0	156.0
11690	NaN	NaN	2018-7	V5PLUS	8999.0	NaN	5V/2A	MicroUSB	800.0	11.2	2100.0	VETAS	NaN	VETAS V5 PLUS 商务智能手机大内存移动联通电信全网通4G 安全加密双卡双待鸵鸟版黑色	44940432640	vetas手机旗舰店	不支持存储卡	69.0	NaN	1280*720	高清HD+	NaN	4.7	NaN	NaN	后置单摄	Android(安卓)	Android(安卓)	128GB	NaN	黑色	NaN	NaN	NaN	NaN	3250.0	NaN	3.5mm	300	4GB	218.0	144.5
11691	联发科（MTK）	NaN	2017-7	V5	6999.0	NaN	5V/2A	MicroUSB	800.0	11.2	2100.0	VETAS	NaN	VETAS V5 PLUS鳄鱼纹智能商务手机双系统长待机全网通4G 双卡双待咖啡色小牛皮	37831516415	成润手机专营店	不支持存储卡	69.0	NaN	1280*720	高清HD+	NaN	4.7	NaN	NaN	后置单摄	Android(安卓)	Android(安卓)	128GB	金属边框\|皮革后盖	黑色	NaN	NaN	NaN	NaN	3250.0	NaN	3.5mm	40	4GB	218.0	144.5
11692	NaN	NaN	NaN	NaN	3279.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	海囤全球\nASUS ZenFone 4智能游戏手机 5.5英寸高清双摄移动2g 联通4g 双SIM指纹激活	40282689575	a axon_us海外官方旗舰店	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	0	NaN	NaN	NaN
11693	NaN	NaN	NaN	NaN	2089.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	海囤全球\nASUS ZenFone Max Plus (ZB570)智能手机 3GB+32GB 双卡双待黑色	28963112240	a axon_us海外官方旗舰店	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	0	NaN	NaN	NaN
11694	NaN	NaN	NaN	NaN	7899.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	海囤全球\nASUS ROG Phone手机游戏智能手机骁龙845 双卡 LTE 8+128G 高清双SIM	40280030292	a axon_us海外官方旗舰店	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	0	NaN	NaN	NaN
11695	NaN	NaN	NaN	NaN	4529.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	海囤全球\nASUS 华硕 ZenFone 5 新款智能手机 6.2英寸全面屏双卡双摄国际版不支持电信卡银色	28719562996	a axon_us海外官方旗舰店	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	0	NaN	NaN	NaN
11696	NaN	NaN	NaN	NaN	3669.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	ASUS 华硕 ZenFone3 Deluxe 32G/64G内存联通4G网络 Deluxe 5.5英寸 32G内存 3G缓存	1989087289	a axon_us海外官方旗舰店	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2	NaN	NaN	NaN

Overview

Variables

Correlations

Missing values

Sample

First rows

Last rows